Oliver is heading the Division of Computational Genomics and Systems Genetics at the German Cancer Research Center in Heidelberg and group leader at the European Molecular Biology Laboratory Heidelberg. Since 2019 he is co-directing the Health program in the European Laboratory for Learning in Intelligent Systems. He is involved in several single-cell networks and initiatives, including the Human Cell Atlas project.